# Multiple smoothing parameter estimation and GAMs by GCV

exclude.too.far | Exclude prediction grid points too far from data
full.score | GCV/UBRE score for use withn nlm
gam | Generalized Additive Models using penalized regression splines and GCV
gam.check | Some diagnostics for a fitted gam model.
gam.control | Setting GAM fitting defaults
gam.fit | Generalized Additive Models fitting using penalized regression splines and GCV
gam.models | Specifying generalized Additive Models.
gam.neg.bin | GAMs with the negative binomial distribution
gam.parser | Generalized Additive Model fitting using penalized regression splines and GCV
gam.selection | Generalized Additive Model Selection
gam.setup | Generalized Additive Model set up.
gam.side.conditions | Identifiability side conditions for a GAM.
GAMsetup | Set up GAM using penalized regression splines
magic | Stable Multiple Smoothing Parameter Estimation by GCV or UBRE, with optional fixed penalty
magic.post.proc | Auxilliary information from magic fit
mgcv | Multiple Smoothing Parameter Estimation by GCV or UBRE
mgcv.find.theta | GAMs with the negative binomial distribution
mgcv.get.scale | GAMs with the negative binomial distribution
mono.con | Monotonicity constraints for a cubic regression spline.
mroot | Smallest square root of matrix
null.space.basis.labels | The basis of the space of un-penalized functions for a t.p.r.s.
null.space.basis.powers | The basis of the space of un-penalized functions for a t.p.r.s.
null.space.dimension | The basis of the space of un-penalized functions for a t.p.r.s.
pcls | Penalized Constrained Least Squares Fitting
persp.gam | Visualization of GAM objects
plot.gam | Default GAM plotting
predict.gam | Prediction from fitted GAM model
print.gam | Generalized Additive Model default print statement
print.summary.gam | Summary for a GAM fit
QT | QT factorisation of a matrix
residuals.gam | Generalized Additive Model residuals
s | Defining smooths in GAM formulae
summary.gam | Summary for a GAM fit
uniquecombs | find the unique rows in a matrix
vis.gam | Visualization of GAM objects